Arbeitspapier
Ungrouping income distributions: Synthesising samples for inequality and poverty analysis
We describe a new method of facilitating inequality and poverty analysis of grouped distributional data by allowing individual income observations to be reconstructed from any feasible grouping pattern. In contrast to earlier methods, our procedure ensures that the characteristics of the synthetic sample exactly match the reported values. The performance of the algorithm is evaluated first by using household survey records to compare true income observations with their synthetic counterparts, then by comparing the true and generated values of the Gini coefficient and other inequality indices. The results indicate that the new technique is capable of reproducing individual data from grouped statistics with a high degree of accuracy.
- Sprache
-
Englisch
- ISBN
-
978-92-9230-058-6
- Erschienen in
-
Series: WIDER Research Paper ; No. 2008/16
- Klassifikation
-
Wirtschaft
Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
Personal Income, Wealth, and Their Distributions
- Thema
-
grouped data
income distribution
inequality
poverty
Einkommensverteilung
Armut
Disparitätsmaß
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Shorrocks, Anthony
Wan, Guanghua
- Ereignis
-
Veröffentlichung
- (wer)
-
The United Nations University World Institute for Development Economics Research (UNU-WIDER)
- (wo)
-
Helsinki
- (wann)
-
2008
- Handle
- Letzte Aktualisierung
-
20.09.2024, 08:25 MESZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Shorrocks, Anthony
- Wan, Guanghua
- The United Nations University World Institute for Development Economics Research (UNU-WIDER)
Entstanden
- 2008